Q&A: System Based on Google Palm LLM and Langchain

System Based on Google Palm LLM and Langchain

• Developed an LLM-powered Q&A system (Langchain + Google Palm) within Streamlit UI to reduce workload for e-learning company’s human staff.
• Spearheaded the implementation of FAISS vector database for fast retrieval of relevant answers, optimizing system performance and user satisfaction.
• This innovative approach enables real-time response and seamless access to knowledge within the e-learning platform.

Tools

• Langchain + Google Palm: LLM based Q&A
• Streamlit: UI
• Huggingface instructor embeddings: Text embeddings
• FAISS: Vector databse